Daniel Severo
Daniel Severo
Meta - FAIR Labs
Verified email at - Homepage
Cited by
Cited by
Improving lossless compression rates via monte carlo bits-back coding
Y Ruan*, K Ullrich*, D Severo*, J Townsend, A Khisti, A Doucet, ...
ICML, 2021
Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples
K Neklyudov, D Severo, A Makhzani
ICML, 2023
Predicting multiple ICD-10 codes from Brazilian-Portuguese clinical notes
AD Reys, D Silva, D Severo, S Pedro, MM de Sousa e Sá, GAC Salgado
BRACIS, 2020
Compressing Multisets with Large Alphabets using Bits-Back Coding
D Severo, J Townsend, A Khisti, A Makhzani, K Ullrich
IEEE Journal on Selected Areas in Information Theory, 2023
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward
D Severo, F Amaro, ER Hruschka Jr, ASM Costa
arXiv preprint arXiv:1910.00752, 2019
A simplified BRADEN scale for the risk of developing pressure injuries
MCSS Guimarães, DH Ruther, R Zambelli, DS Severo, HP Silva, AD Reys, ...
Nursing in Critical Care 29 (1), 73-79, 2024
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information
E Domanovitz, D Severo, A Khisti, W Yu
ICASSP, 2022
Entropy Coding of Unordered Data Structures
J Kunze, D Severo, G Zani, JW van de Meent, J Townsend
The Twelfth International Conference on Learning Representations, 2023
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
D Severo, L Theis, J Ballé
arXiv preprint arXiv:2310.05986, 2023
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs
D Severo, J Townsend, A Khisti, A Makhzani
ICML, 2023
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina
HP Silva, AD Reys, DS Severo, DH Ruther, FAOB Silva, ...
CBIS, 2021
Regularized Classification-Aware Quantization
D Severo, E Domanovitz, A Khisti
BSC, 2021
Proof of Novelty
D Severo
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